Results as a Service (RaaS): Why Creative Agencies Are Ditching Retainers

The agency model is breaking. Clients pay monthly retainers for hours logged, deliverables shipped, and meetings attended — but nobody signed up for hours or deliverables. They signed up for results. More leads. Lower CPA. Ads that actually convert.

Results as a Service — RaaS — is the model that aligns agency compensation with the only thing clients care about: measurable outcomes. It is not a buzzword. It is a structural shift in how creative agencies price, deliver, and prove their value. And in 2026, the forces making it inevitable have reached critical mass.

This guide breaks down what RaaS means for creative production, why the timing matters now, and what it looks like in practice — with real production data from campaigns we have run.

What Is Results as a Service

Results as a Service means clients pay for outcomes, not inputs. The “service” is the result itself — not the hours, the team size, the number of revisions, or the Slack messages exchanged along the way.

In a traditional agency relationship, you pay for time. A designer works 40 hours, you pay for 40 hours, regardless of whether those hours produced anything that moved the needle. In a RaaS model, you pay for what moved the needle.

For creative agencies specifically, this means:

• Per-creative pricing tied to deliverable output (30 ad variations from existing footage, not “20 hours of editing”)
• Per-conversion pricing where agency compensation scales with campaign performance
• Hybrid models with a reduced base covering production costs, plus performance bonuses tied to agreed KPIs

The shift sounds simple. It is not. It requires agencies to be efficient enough that outcome-based pricing is profitable — which means only agencies with strong systems and scalable production workflows can actually deliver on it.

The Evolution: Time, Access, Results

The agency pricing model has evolved in three waves, and each wave maps to a broader business model shift.

Wave 1 — Pay for Time (Traditional Agency) The model that dominated from the 1960s through the 2010s. Agencies bill hourly or monthly retainers. Clients pay for access to a team. Value is measured in hours worked and deliverables shipped. The problem: no connection between what the client pays and what they get. A 100-hour month that produces no winners costs the same as a 100-hour month that produces a breakout campaign.

Wave 2 — Pay for Access (SaaS Era) Software-as-a-Service showed the market that you could pay for access to tools and capabilities rather than owning them outright. This influenced agency models: productized services, subscription creative packages, “design-as-a-service” platforms. Better than hourly billing, but still disconnected from outcomes. You pay for the subscription whether or not you use it effectively.

Wave 3 — Pay for Results (RaaS) The current shift. Clients pay for measurable outcomes: ad creatives that hit target CPA, content that generates a specific volume of leads, production sprints that deliver a guaranteed number of testable variations. The agency takes on more risk, but also captures more upside when results exceed targets.

This is not just an agency trend. It mirrors pricing shifts across industries — cloud computing moved from capacity to usage-based, AI tools are moving from seat-based to outcome-based, and the entire creator economy operates on pay-for-performance logic.

The brands driving this shift are not asking for cheaper agencies. They are asking for accountable ones. RaaS is the pricing structure that makes accountability the default rather than the exception.

Why 2026 Is the Tipping Point

Four forces are converging to make RaaS not just possible but inevitable.

AI Automates the Process Layer

When a machine can generate, edit, and iterate creative at scale, clients stop paying for the process. They pay for the strategy, the quality control, and the results. Agencies that still bill for hours of execution work that AI handles in minutes are selling a product that no longer justifies its price.

This does not mean AI replaces agencies. It means AI makes agencies more efficient — and that efficiency gain needs to show up in the pricing model. If AI cuts production time by 60% but the retainer stays the same, the client is subsidizing margin, not paying for value.

Market Data Points to Outcome-Based Pricing

The data is clear. Gartner predicts 40% of search marketing budgets will shift to outcome-based models by 2028. That is not a fringe prediction — it is the mainstream trajectory. Among Chinese enterprises already deploying AI at scale, 66% prefer outcome-based pricing over traditional subscription or per-seat models. The markets that adopt AI fastest are also the markets that demand results-based pricing fastest.

Holding Companies Are Moving First

WPP, Omnicom, and Publicis — the three largest agency holding companies — are restructuring compensation around performance. When the incumbents with the most to lose from disrupting the retainer model are voluntarily moving toward outcome-based pricing, the direction is set. Independent agencies that do not follow will compete against holding company resources while also defending a pricing model the market is abandoning.

Analyst Consensus: Stop Selling Time

Forrester’s 2026 agency outlook does not mince words: agencies must “resign their agency” — stop selling time and start selling outcomes. The argument is straightforward. Clients have more tools, more data, and more options than ever. An agency that cannot demonstrate a direct line between its work and the client’s results will lose to one that can. The era of paying for effort rather than impact is ending.

How RaaS Works for Creative Production

RaaS is easier to implement in creative production than in most other agency services because creative output is inherently measurable. An ad either converts or it does not. A hook either stops the scroll or it does not. A landing page either generates leads or it does not.

Here is what a RaaS creative engagement looks like in practice:

1. Define the outcome before production starts. Not “we will make 20 videos” but “we will deliver 20 ad variations optimized for sub-$30 CPA on Meta, with a minimum 25% hook rate benchmark based on category data.”

2. Scope production to the outcome. Modular production — shooting hooks, bodies, and CTAs as separate components — means a single shoot can generate 50-100 combinations. The deliverable is not “a day of shooting” but “enough testable variations to find 3-5 winners within the first testing cycle.”

3. Measure, iterate, optimize. Results-based pricing only works with shared data. The agency needs access to ad account performance data to know which creatives are working and why. This feedback loop drives the next production cycle.

4. Align compensation with results. The pricing model reflects the outcomes. Per-creative, per-conversion, or hybrid — the structure matches the client’s goals and the agency’s cost base.

RaaS Pricing Models in Practice

There is no single “RaaS pricing model.” The right structure depends on the client’s business model, the type of creative work, and the maturity of the relationship.

Per-Creative Pricing

The most straightforward model. The client pays a fixed price per deliverable — per ad variation, per product image set, per video edit. The agency’s efficiency is the margin driver: the faster and better the production system, the more profitable each unit becomes.

This works best for high-volume creative production where the output is clearly defined and the quality bar is consistent.

Per-Conversion or Performance-Based Pricing

The agency’s compensation is directly tied to campaign performance — a percentage of revenue, a fee per lead generated, or a bonus for hitting ROAS targets. This model requires deep trust and shared data access.

It works best for agencies with enough historical data to predict outcomes and enough operational control to influence them.

Hybrid: Base + Performance

The most common RaaS structure in practice. A reduced base fee covers the agency’s production costs and overhead. A performance component — typically 15-30% of total compensation — is tied to agreed KPIs. This gives the client pricing protection while giving the agency upside for exceptional results.

This is the model most agencies should start with. It reduces client risk while building the performance data needed to move toward pure outcome-based pricing over time.

What Results Look Like in Practice

Theory is useful. Data is better. Here is what outcome-oriented creative production looks like across real campaigns.

High-Volume Ad Production at Scale

For Swiss Skincare, we produced approximately 30 ad variations per day across multiple product lines. The client did not pay for editing hours — they paid for a volume of testable creative that kept their campaigns fresh and their orders stable over 2-3 months of continuous production. The result: a steady stream of high-converting ads without the typical creative fatigue cycle that kills campaign performance.

Maximum Output from Existing Assets

Five Brands needed fresh ad creative but had no budget for new shoots. We produced 80 ad variations from existing footage — re-edits, remix hooks, new formats, adjusted pacing. The deliverable was not “hours of editing work.” It was 80 testable ads ready for deployment. Zero new production costs, maximum creative leverage from assets they already owned.

Retail Launch at Volume

ZenToes required 60+ ad variations for a Walmart marketplace launch, all produced from existing product footage. The outcome was specific: enough creative variations to test across multiple audience segments on a major retail platform, delivered within a launch timeline. The payment was tied to the output volume and the launch deadline, not to how long it took to produce.

Measurable Acquisition Cost

For Longevity, the result was a EUR 183 cost per acquisition — a measurable number directly tied to the creative produced. The story-driven ad format we developed was not evaluated by how polished it looked or how many hours went into scripting. It was evaluated by whether it drove purchases at a viable CPA. It did.

Organic Reach from a Content System

YourChristianDate generated over 1 million organic views from a systematized B-roll content production workflow. The result was reach — measurable, attributable, and repeatable. The content system, not individual pieces, was the deliverable.

Cost Efficiency as the Result

Dadada Baby needed product visuals across six marketing channels. Traditional photography would have cost $3,000-$8,000. AI-assisted production delivered the same visual quality for under $700 — a 90% cost reduction. The result was not “AI images.” The result was professional product visuals at a fraction of the traditional cost, with no compromise in quality.

RaaS vs Retainer vs Project-Based

Dimension	Traditional Retainer	Project-Based	RaaS
What you pay for	Hours / team access	Defined deliverables	Measurable outcomes
Risk allocation	Client bears most risk	Shared	Agency bears more risk
Scalability	Limited by team size	Per-project scoping	Scales with results
Transparency	Often opaque	Scope-dependent	Metrics-driven
Best for	Ongoing strategic work	One-off campaigns	Performance-focused brands
Agency incentive	Bill more hours	Deliver scope, move on	Maximize client results
Flexibility	Locked into monthly fees	Fixed scope, change orders	Adjusts to performance data

The retainer model is not dead for all use cases. Strategic advisory, brand development, and long-term partnership work still benefits from retainer structures. But for creative production — where output is measurable, volume matters, and performance data is available — RaaS is the better alignment of incentives.

Who Benefits from RaaS (and Who Does Not)

RaaS Works Best For:

• DTC and e-commerce brands with clear conversion metrics and high creative volume needs
• Brands spending $10K+/month on paid media where creative is the primary performance lever
• Companies with mature tracking infrastructure — attribution, pixel data, conversion APIs
• Teams that move fast and want agency compensation tied to speed and impact, not process

RaaS Is Not the Right Fit For:

• Early-stage brands without enough data to define meaningful outcome benchmarks
• Brand-building campaigns where the goal is awareness or perception shift — harder to measure in the short term
• Companies without proper analytics — if you cannot measure results, you cannot pay for them
• Clients who want full creative control but still want the agency to bear performance risk

The honest answer is that most brands are somewhere in between. A hybrid model — base fee for production, performance bonus for results — bridges the gap while both sides build the data and trust needed for deeper outcome-based alignment.

The key indicator is data maturity. If you can clearly attribute revenue or conversions to specific creative assets, you are ready for RaaS. If you are still guessing which ads drive which outcomes, start by fixing measurement — then the pricing model follows naturally.

How to Evaluate a RaaS Agency: A Checklist

Not every agency claiming to offer RaaS actually delivers it. Some are rebranding existing retainers with outcome language. Here is how to tell the difference.

They show measurable results from past work. Not “we helped Brand X with their creative strategy.” Real numbers: CPA, ROAS, conversion rates, volume delivered, cost comparisons. If the case studies are vague, the results probably were too.

They define success metrics before production starts. A legitimate RaaS agency will ask about your KPIs, your current benchmarks, and your target outcomes before quoting a price. If they quote a flat rate without understanding what success looks like for you, they are selling a retainer with a new label.

They have systems for high-volume output. RaaS only works when production is efficient. Ask about their workflow: modular production, AI-assisted editing, template systems, asset libraries. An agency that produces 5 ads per week cannot profitably deliver on outcome-based pricing. An agency that produces 30 per day can.

They want access to your performance data. Results-based pricing requires shared measurement. If the agency does not ask for access to your ad account, analytics, or conversion data, they are not planning to optimize for your results.

They structure pricing around outcomes, not hours. Ask for the pricing breakdown. If it maps to hours, team members, or meetings — it is a retainer. If it maps to deliverables, performance targets, or outcome thresholds — it is RaaS.

The Future of Agency Pricing

The RaaS model is not a trend that might happen. It is a structural shift that is already underway. The convergence of AI-driven production efficiency, client demand for accountability, and industry movement toward outcome-based compensation means the agencies that thrive in the next five years will be the ones that tie their revenue to their clients’ results.

For brands evaluating agency partners, the question is straightforward: is this agency incentivized to maximize my results, or to maximize their billable hours? The answer determines whether you are working with a partner or a vendor.

At OKAD, we have operated with outcome-oriented production since before the term “RaaS” gained traction. Every case in our portfolio is defined by a measurable result — ads delivered, CPA achieved, cost savings realized, reach generated. The model works because the incentives are aligned: we succeed when our clients succeed.

The agencies that figure this out first will not just survive the shift — they will define the category. The ones that wait will spend the next three years explaining why their retainer is “different.”

Related Reading

• Ad Creative Strategy: Brief to Scale — the production system behind high-volume creative output
• UGC Video Ads That Convert — how creator-driven content fits into a results-based model
• How to Choose a UGC Agency — evaluation criteria for agencies offering performance-focused creative